{"id":"W2521367330","doi":"10.1007/s00203-016-1290-9","title":"Bioprospecting from cultivable bacterial communities of marine sediment and invertebrates from the underexplored Ubatuba region of Brazil","year":2016,"lang":"en","type":"article","venue":"Archives of Microbiology","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Prince Edward Island","funders":"University of Prince Edward Island; Atlantic Canada Opportunities Agency; Canada Research Chairs; Fundação de Amparo à Pesquisa do Estado de São Paulo; Canada Foundation for Innovation; Natural Sciences and Engineering Research Council of Canada; Fondation Jean-Louis Lévesque","keywords":"Biology; Firmicutes; Shrimp; Actinobacteria; Proteobacteria; Invertebrate; Bioprospecting; Marine invertebrates; 16S ribosomal RNA; Microbiology; Ecology; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003473556,0.0006570939,0.0005568197,0.001975535,0.0007375611,0.001039647,0.0003221418,0.0003149723,0.0003686541],"category_scores_gemma":[0.0007229235,0.0002086697,0.0004747008,0.001740607,0.0004088616,0.0003294026,0.0007174228,0.0002526329,0.0002192365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004108176,"about_ca_system_score_gemma":0.0009429582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0251288,"about_ca_topic_score_gemma":0.04091324,"domain_scores_codex":[0.9995086,0.000043354,0.00005703582,0.0001246036,0.00014063,0.0001257996],"domain_scores_gemma":[0.9996674,0.00004647417,0.00005941365,0.00001724165,0.0001461589,0.00006326433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001592758,0.00005869252,0.08507775,0.0002249669,0.00005093549,0.0004575256,0.001760477,0.0001341769,0.902481,0.00007577961,0.0000282474,0.00949131],"study_design_scores_gemma":[0.00001889782,0.0007028546,0.9033104,0.0001104527,0.0002307616,0.001349821,0.004097736,0.0005068573,0.08544038,0.00009409023,0.004109955,0.00002787218],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972572,0.0005276661,0.0005694277,0.00002464867,0.000004611485,0.00003602744,0.0007046437,0.000003938003,0.0008718265],"genre_scores_gemma":[0.9946626,0.0009235968,0.0021181,0.00004656761,0.00001008544,0.00004323314,0.001539792,0.000007900032,0.0006482977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0251288,"threshold_uncertainty_score":0.04996502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138762937553682,"score_gpt":0.209324098818519,"score_spread":0.1979364694429822,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}